Kiru Lab  /  The Mathematics of Learning

The Calculus of Change

Derivatives, gradients, the chain rule, and the first sighting of the Jacobian.

In this module you will

  • Interpret a gradient as the direction of steepest increase
  • Apply the chain rule through a composition of functions
  • Define the Jacobian and say why it generalizes the derivative